Predicting Pitcher Strike Outs

Corbin Burnes

Knn Prediction

Linear Prediction

Predicting Batters Strike Outs

Jose Altuve

Knn Prediction

Linear Prediction

Bryce Harper

Knn Prediction

Linear Prediction

Nolan Arenado

Knn Prediction

Linear Prediction

Aaron Judge

Knn Prediction

Linear Prediction

Predicting Pitches/Hits

Putting it all Together

Corbin Burnes

Next 4 cells are predicting what pitch Burnes will throw. All are the same formula, but are shown that just because the first pitch is a fastball (for example) the next pitch can change

Jose Altuve

Next 3 cells are to demonstrate what kind of hit Altuve would get depending on what pitch was thrown from the above cells that predict Burnes's throw

If Fastball Thrown
If Breakingball Thrown
If Offspeed Thrown
For Final Pitch (3rd Pitch) the final variable will change to Strike Out instead of Strike
For each batter we conducted a matchup consisting of 3 pitches. Probabilities of each hit for each player are listed to the right and remaining probability is for a strike. If a player reaches a third pitch, probability for strike is renamed strikeout.

Matchup 1

First up to bat against the Cy Young winner Corbin Burnes is Jose Altuve from the Houston Astros! Here comes the first pitch from Burnes...
And it's a single from Jose Altuve!!
And Next Up: Bryce Harper!

Bryce Harper

We then went through and did the same thing for Harper and other batters following (as seen below)

If Fastball Thrown
If Breakingball Thrown
If Offspeed Thrown
For Final Pitch (3rd Pitch) the final variable will change to Strike Out instead of Strike

Matchup 2

Next up to the plate is Bryce Harper from the Philadelphia Phillies. Here comes the first pitch from Burnes!
And it's a Single from Bryce Harper!
And Next Up: Nolan Arenado!

Nolan Arenado

If Fastball Thrown
If Breakingball Thrown
If Offspeed Thrown
For Final Pitch (3rd Pitch) the final variable will change to Strike Out instead of Strike

Matchup 3

Our third matchup of the night is Nolan Arenado from the St. Louis Cardinals. Let's see what he can do against the Cy Young winner, here comes the first pitch.
And we can't believe it folks! A first pitch HOMERUN from Nolan Arenado! The crowd is going nuts!
And Next Up: Aaron Judge

Aaron Judge

If Fastball Thrown
If Breakingball Thrown
If Offspeed Thrown
For Final Pitch (3rd Pitch) the final variable will change to Strike Out instead of Strike

Matchup 4

And last up to the plate is Aaron Judge from the New York Yankess! He has been on a terror this year let's see what he can do for our last matchup of the night. Here comes the first pitch!
And DOWN GOES JUDGE. Just look at Burnes celebrating out there! Well Folks, that's a wrap for the night. Hope you all enjoyed the show!